{"id":"W4206921480","doi":"10.1145/3503460","title":"A Primitive for Manual Hatching","year":2022,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hatching; Classification of discontinuities; Computer science; Field (mathematics); Art; Artificial intelligence; Mathematics; Visual arts; Mathematical analysis; Pure mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009570317,0.000990004,0.0006589781,0.0008624442,0.002086319,0.002391361,0.002567967,0.00243044,0.04653771],"category_scores_gemma":[0.006310997,0.0008535628,0.001212497,0.0008040082,0.003412872,0.004835636,0.004886173,0.003578864,0.01670092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005998522,"about_ca_system_score_gemma":0.0008988493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001443247,"about_ca_topic_score_gemma":0.002044787,"domain_scores_codex":[0.9986254,0.0001814759,0.0001104852,0.0002833128,0.0006591083,0.0001401748],"domain_scores_gemma":[0.9971866,0.0007322592,0.0001404618,0.001337672,0.0004082693,0.0001947479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005382244,0.00009203563,0.0008524174,0.0006069586,0.00002758618,0.0008178479,0.001787958,0.005190421,0.05036631,0.4926454,0.0757766,0.3712982],"study_design_scores_gemma":[0.00009062342,0.0001473618,0.000605512,0.0002058528,0.00003631277,0.001631236,0.000212266,0.03327678,0.02354552,0.09667382,0.8434557,0.000119028],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004685966,0.0006594796,0.9132611,0.001183131,0.001171977,0.0002246063,0.0005043041,0.01109507,0.06721447],"genre_scores_gemma":[0.09395283,0.0005583401,0.8432382,0.001080588,0.0003831179,0.0003600991,0.0007520507,0.005366832,0.05430801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04653771,"threshold_uncertainty_score":0.1556841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03071438448465486,"score_gpt":0.3102921815734776,"score_spread":0.2795777970888227,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}